Machine learning-based classification of circadian rhythm characteristics for mild cognitive impairment in the elderly

• Main Authors: Zhizhen Liu (Author), Lin Zhang (Author), Jingsong Wu (Author), Zhicheng Zheng (Author), Jiahui Gao (Author), Yongsheng Lin (Author), Yinghua Liu (Author), Haihua Xu (Author), Yongjin Zhou (Author)
• Format: Book
• Published: Frontiers Media S.A., 2022-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

IntroductionUsing wrist-wearable sensors to ecological transient assessment may provide a more valid assessment of physical activity, sedentary time, sleep and circadian rhythm than self-reported questionnaires, but has not been used widely to study the association with mild cognitive impairment and...